Scaling Digital Twins for Manufacturing with ML + IoT on Databricks

When GE Aviation deployed digital twins for jet engines, they were able to simulate thousands of real-time scenarios, slashing unplanned downtime by 40%.  That’s the promise of a digital twin done right: predictive, adaptive, and deeply intelligent. Across the manufacturing sector, the same opportunity exists, but with more complexity.  From robotic welders and CNC machines […]

The AI Honeymoon is Over: What I Learned at the Databricks Data+AI Summit 2025

Remember when everyone was losing their minds over what LLMs and chatbots could do, and VCs were pouring money into anything that had GPT inscribed in architecture diagrams? Yeah, those days are officially dead. I just got back from the Databricks Data + AI Summit 2025, and the energy was completely different this year. No […]

Databricks Lakehouse 2.0: The Future of Intelligent Data Governance & AI-Driven Compliance

For many years now, enterprises have been battling an invisible yet costly adversary – data chaos. As businesses scale and adopt multi-cloud architectures, AI-driven analytics, and real-time data processing, governance complexities skyrocket. Data silos, security risks, and compliance challenges make it nearly impossible to maintain trust and efficiency across systems. Let’s take the case of […]

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